Allianz Technology Stock Forward View - Simple Regression

ATT Stock   544.00  9.00  1.68%   
Allianz Stock outlook is based on your current time horizon. Investors can use this forecasting interface to forecast Allianz Technology stock prices and determine the direction of Allianz Technology Trust's future trends based on various well-known forecasting models. We suggest always using this module together with an analysis of Allianz Technology's historical fundamentals, such as revenue growth or operating cash flow patterns.
At the present time, the relative strength index (RSI) of Allianz Technology's share price is approaching 43. This suggests that the stock is in nutural position, most likellhy at or near its support level. The main point of RSI analysis is to track how fast people are buying or selling Allianz Technology, making its price go up or down.

Momentum 43

 Sell Extended

 
Oversold
 
Overbought
The successful prediction of Allianz Technology's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Allianz Technology and does not consider all of the tangible or intangible factors available from Allianz Technology's fundamental data. We analyze noise-free headlines and recent hype associated with Allianz Technology Trust, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting Allianz Technology's stock price prediction:
Quarterly Earnings Growth
(0.87)
Quarterly Revenue Growth
(0.86)
Using Allianz Technology hype-based prediction, you can estimate the value of Allianz Technology Trust from the perspective of Allianz Technology response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Allianz Technology Trust on the next trading day is expected to be 539.85 with a mean absolute deviation of 8.53 and the sum of the absolute errors of 520.42.

Allianz Technology after-hype prediction price

    
  GBX 545.2  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Allianz Technology to cross-verify your projections.

Allianz Technology Additional Predictive Modules

Most predictive techniques to examine Allianz price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Allianz using various technical indicators. When you analyze Allianz charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Simple Regression model is a single variable regression model that attempts to put a straight line through Allianz Technology price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Allianz Technology Simple Regression Price Forecast For the 23rd of February

Given 90 days horizon, the Simple Regression forecasted value of Allianz Technology Trust on the next trading day is expected to be 539.85 with a mean absolute deviation of 8.53, mean absolute percentage error of 103.45, and the sum of the absolute errors of 520.42.
Please note that although there have been many attempts to predict Allianz Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Allianz Technology's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Allianz Technology Stock Forecast Pattern

Backtest Allianz Technology  Allianz Technology Price Prediction  Research Analysis  

Allianz Technology Forecasted Value

In the context of forecasting Allianz Technology's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Allianz Technology's downside and upside margins for the forecasting period are 538.55 and 541.15, respectively. We have considered Allianz Technology's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
544.00
538.55
Downside
539.85
Expected Value
541.15
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Allianz Technology stock data series using in forecasting. Note that when a statistical model is used to represent Allianz Technology stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria122.7495
BiasArithmetic mean of the errors None
MADMean absolute deviation8.5315
MAPEMean absolute percentage error0.016
SAESum of the absolute errors520.4218
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Allianz Technology Trust historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Allianz Technology

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Allianz Technology Trust. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
543.90545.20546.50
Details
Intrinsic
Valuation
LowRealHigh
450.45451.75598.40
Details
Bollinger
Band Projection (param)
LowMiddleHigh
378.90532.00685.10
Details

Allianz Technology After-Hype Price Density Analysis

As far as predicting the price of Allianz Technology at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Allianz Technology or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Allianz Technology, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Allianz Technology Estimiated After-Hype Price Volatility

In the context of predicting Allianz Technology's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Allianz Technology's historical news coverage. Allianz Technology's after-hype downside and upside margins for the prediction period are 543.90 and 546.50, respectively. We have considered Allianz Technology's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
544.00
543.90
Downside
545.20
After-hype Price
546.50
Upside
Allianz Technology is very steady at this time. Analysis and calculation of next after-hype price of Allianz Technology Trust is based on 3 months time horizon.

Allianz Technology Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Allianz Technology is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Allianz Technology backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Allianz Technology, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.12 
1.30
  1.20 
  0.01 
6 Events / Month
2 Events / Month
In about 6 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
544.00
545.20
0.22 
13.00  
Notes

Allianz Technology Hype Timeline

Allianz Technology Trust is presently traded for 544.00on London Exchange of UK. The entity has historical hype elasticity of 1.2, and average elasticity to hype of competition of 0.01. Allianz is forecasted to increase in value after the next headline, with the price projected to jump to 545.2 or above. The average volatility of media hype impact on the company the price is about 13.0%. The price growth on the next news is projected to be 0.22%, whereas the daily expected return is presently at 0.12%. The volatility of related hype on Allianz Technology is about 1365.19%, with the expected price after the next announcement by competition of 544.01. The company reported the revenue of 469.43 M. Net Income was 460.07 M with profit before overhead, payroll, taxes, and interest of 154.3 M. Assuming the 90 days trading horizon the next forecasted press release will be in about 6 days.
Check out Historical Fundamental Analysis of Allianz Technology to cross-verify your projections.

Allianz Technology Related Hype Analysis

Having access to credible news sources related to Allianz Technology's direct competition is more important than ever and may enhance your ability to predict Allianz Technology's future price movements. Getting to know how Allianz Technology's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Allianz Technology may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
CHPCaledonian Holdings PLC 0.00 3 per month 6.86  0.07  33.33 (20.00) 58.33 
SYMESupplyMe Capital PLC 0.00 3 per month 10.41  0.03  33.33 (20.00) 137.78 
LLPDLloyds Banking Group 0.01 6 per month 0.00 (0.08) 0.61  0.00  0.63 
LLOYLloyds Banking Group 0.75 6 per month 1.35  0.11  2.99 (1.95) 9.35 
GTCOGuaranty Trust Holding 0.0008 5 per month 3.59  0.13  8.83 (5.20) 23.04 
TRPTower Resources plc(0)4 per month 0.00 (0.05) 7.14 (6.90) 19.14 
SNDASunda Energy Plc 0 2 per month 4.04  0.12  16.67 (8.00) 37.99 
SANBSANTANDER UK 8 0.00 6 per month 0.00 (0.12) 0.34  0.00  1.37 

Other Forecasting Options for Allianz Technology

For every potential investor in Allianz, whether a beginner or expert, Allianz Technology's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Allianz Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Allianz. Basic forecasting techniques help filter out the noise by identifying Allianz Technology's price trends.

Allianz Technology Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Allianz Technology stock to make a market-neutral strategy. Peer analysis of Allianz Technology could also be used in its relative valuation, which is a method of valuing Allianz Technology by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Allianz Technology Market Strength Events

Market strength indicators help investors to evaluate how Allianz Technology stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Allianz Technology shares will generate the highest return on investment. By undertsting and applying Allianz Technology stock market strength indicators, traders can identify Allianz Technology Trust entry and exit signals to maximize returns.

Allianz Technology Risk Indicators

The analysis of Allianz Technology's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Allianz Technology's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting allianz stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Story Coverage note for Allianz Technology

The number of cover stories for Allianz Technology depends on current market conditions and Allianz Technology's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Allianz Technology is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Allianz Technology's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

Our audience includes start-ups and big corporations as well as marketing, public relation firms, and advertising agencies, including technology and finance journalists. Our platform and its news and story outlet are popular among finance students, amateur traders, self-guided investors, entrepreneurs, retirees and baby boomers, academic researchers, financial advisers, as well as professional money managers - a very diverse and influential demographic landscape united by one goal - build optimal investment portfolios

Allianz Technology Short Properties

Allianz Technology's future price predictability will typically decrease when Allianz Technology's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Allianz Technology Trust often depends not only on the future outlook of the potential Allianz Technology's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Allianz Technology's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding384.8 M
Cash And Short Term Investments33.8 M

Other Information on Investing in Allianz Stock

Allianz Technology financial ratios help investors to determine whether Allianz Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Allianz with respect to the benefits of owning Allianz Technology security.